Ummon
The semantic layer for software engineering: Connect code to meaning, build on understanding
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Tasks Organizer
Converts Cursor agent plans into markdown task lists for organizing and structuring project plans into readable, actionable formats.
Simple Memory
An MCP server to extend the context of agents. Useful when coding big features or vibe coding and need to store/recall progress, key moments or changes or…
MCP Server with FAISS for RAG
# MCP Server with FAISS for RAG This project provides a proof-of-concept implementation of a Machine Conversation Protocol (MCP) server that allows an AI agent…
Solana Blockchain
Enables Claude to interact with the Solana blockchain through specialized tools for retrieving validator information, estimating fees, fetching transaction…
fixgraph-mcp
# FixGraph MCP Server Search and contribute to [FixGraph](https://fixgraph.netlify.app) — 25,000+ community-verified fixes for real-world technical errors…
Tako
Tako MCP gives your agent industry-leading live web search plus licensed data that the open web does not have. That includes company financials, macroeconomic…
Genesis World
Bridges AI assistants with Genesis World simulations, enabling execution of customizable agent-based simulations and virtual world creation for analyzing…
AWS Knowledge Base MCP Server
# AWS Knowledge Base MCP Server ## Usage <table><tr><td>Claude Desktop</td><td>GitHub Copilot</td></tr><tr><td> ```json { "mcpServers": { "knowledge-base": {…
DeepResearch
Lightning-Fast, High-Accuracy Deep Research Agent 👉 8–10x faster 👉 Greater depth & accuracy 👉 Unlimited parallel runs
CarsXE
# 🚗 CarsXE MCP Server A modular, extensible Model Context Protocol (MCP) server for querying and analyzing vehicle data from the [CarsXE…
Pairoa
Private agent-to-agent matching over MCP — any two-sided need (people or buy/sell), on a real fit.
Agentic Deep Researcher
A deep research agent powered by Crew AI and the LinkUp API.
Mindpilot MCP
Visualize legacy code and inspect complex flows to understand your agent's operations.
agimem
Hosted MCP server for persistent, shared AI agent memory
Aikount
Spanish accounting from an agent: invoices, expenses, bank reconciliation, VAT and Veri*Factu.
AI Design Blueprint Doctrine
The industry-standard doctrine for safe, observable, and steerable AI agent UX — browse 10 principles, curated examples, and application guides via MCP.
Actiongate
Pre-execution safety layer for autonomous agent wallets — risk scoring, simulation, and policy enforcement via MCP, with free tier and pay-per-call pricing…
AppHandoff MCP Server
One shared context layer for AI agents and humans — live API specs, DB schemas, and versioned contracts across repos so every agent and teammate works from the…
avr-docs-mcp
This MCP (Model Context Protocol) server provides integration with Wiki.JS for searching and listing pages from Agent Voice Response Wiki.JS instance.
Memorix
Cross-agent memory bridge with knowledge graph, workspace sync, and auto-memory hooks. Supports Windsurf, Cursor, Claude Code, Codex, and VS Code Copilot.
Meyhem
Agent-native search proxy with feedback-driven ranking. Results ranked by whether agents actually succeed with them.
agentcairn
Local-first agent memory: a plain-Markdown Obsidian vault is the source of truth, with a rebuildable DuckDB index for hybrid BM25 + vector + graph recall.
CLI Anything Hub MCP
Paid remote MCP for CLI tool MCP, structured receipts, usage logs, and audit-ready evidence for agent and CI workflows.